Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
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Moral Argument
2,863 comments
Why is racism normal when it comes to Indian people Indian people are not dirty people just because a very small amount o them eat a small amount of poo because of religious regions and …
Why is racism normal when it comes to Indian people Indian people are not dirty people just because a very small amount o them eat a small amount of poo because of religious regions and Canada won't become Indian just because there are Indiana people in Canada
I bet native people dint want Canada to become like england oh that's racist but its not when it's said about Indian people right
And they moved away from Indian because Indian at lest in the video I see you don't live you survive so why would they not move to a better country so they can live and there kids can live
Defense of Indian immigrants against stereotyping and racism, appealing to fairness and double standards in how discrimination is applied.
wade_moniz
Jan 27, 2026
This is just racism
This is just racism
Accusation of racism as a moral judgment, though brief and without elaboration.
Lilabedumb
Jan 27, 2026
Your forefathers looted india for 150 years non stop and sucked the blood. Looted wealth spend to built the whole Anglosphere.
Your forefathers looted india for 150 years non stop and sucked the blood. Looted wealth spend to built the whole Anglosphere.
Appeals to historical injustice and moral accountability, framing immigration through the lens of colonial reparations and ethical debt.
ShriUvach1
Jan 2, 2026
dude at 4:52 makes me sick. U can have an opinion on not wanting as many immigrants but saying that is disgusting
dude at 4:52 makes me sick. U can have an opinion on not wanting as many immigrants but saying that is disgusting
Condemns another commenter's anti-immigration stance as morally wrong, appealing to ethical principles about acceptable discourse.
adamispahany3698
Jan 27, 2026
77 million citizens of the USA VOLUNTARILY voted for chaos, incompetence, corruption, and the dismantling of their own democracy. Thank you to this massive army of morons that ate up populism. Good luck with your …
77 million citizens of the USA VOLUNTARILY voted for chaos, incompetence, corruption, and the dismantling of their own democracy. Thank you to this massive army of morons that ate up populism. Good luck with your choice.
Condemns voters for choosing chaos and corruption, appealing to democratic values and collective responsibility.
@pb.j.1753
Mar 4, 2025
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
“Indian invasion”—you mean the invasion of “Indian” lands by ancestors of white Canadians, right? RIGHT?!
Commenter invokes historical injustice and irony to challenge the framing of immigration as 'invasion,' appealing to fairness and historical context.
MyDarkSubconscious
Feb 26, 2026
Good on Canada. Trump is a traitor, as is Vance and the entire Administration. Americans are deeply embarrassed by the harm Trump is doing to the United States and the world. We do NOT stand …
Good on Canada. Trump is a traitor, as is Vance and the entire Administration. Americans are deeply embarrassed by the harm Trump is doing to the United States and the world. We do NOT stand with Trump and never, ever will.
Appeals to ethics and patriotism, condemning Trump as a traitor while expressing American shame and solidarity with Canada.
@johnhenry3536
Mar 4, 2025
THANKS A LOT, tRump!!!?
THANKS A LOT, tRump!!!?
Sarcastic blame directed at Trump for negative consequences, expressing moral disapproval through ironic gratitude.
Moral Argument
0.85
@shirleysmith1737
Mar 4, 2025
That's how a president is supposed to act
That's how a president is supposed to act
Makes a normative claim about how a president should behave, appealing to standards of leadership.
Moral Argument
0.85
@ghorton48
Mar 4, 2025
As an American , I am sorry and ashamed, we are still in shock we have a self absorbed idiot for a president and the total loss of integrity in congress.
As an American , I am sorry and ashamed, we are still in shock we have a self absorbed idiot for a president and the total loss of integrity in congress.
Expresses shame and moral disapproval of the U.S. president and Congress, framed as a personal stance from an American perspective.
@Paul55izzy
Mar 4, 2025
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩 It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting …
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩
It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting and vulgar person who, for the sake of attention, is portraying other communities who always have to face racism in this manner because no one is going to stop him.
Commenter accuses the video of racist misrepresentation and appeals to fairness for communities facing discrimination.
lazyBearSK
Jan 27, 2026
A REAL President speaking
A REAL President speaking
Expresses approval of leadership qualities, implicitly contrasting with previous leadership through the capitalized 'REAL President' framing.
@chrisp4170
Mar 4, 2025
Heaven has a wall, a gate and a strict immigration policy. Hell has open borders.
Heaven has a wall, a gate and a strict immigration policy. Hell has open borders.
Uses religious/moral framing to argue for restrictive immigration policy by contrasting heaven's borders with hell's open borders.
juandacableman
Jan 27, 2026
How ironic for a white person to speak on colonization and “their country” being taken over by non whites. White people have colonized every freakin continent and called it theirs and now when it’s done …
How ironic for a white person to speak on colonization and “their country” being taken over by non whites. White people have colonized every freakin continent and called it theirs and now when it’s done to them they don’t like it or feel safe then got all sorts or derogatory and racist remarks for these groups. It’s called karma. Ask the Indians about that😂😂😂😂😂😂😂😂😂😂 😂😂😂
Appeals to historical justice and karma, arguing that white Canadians' concerns about demographic change are morally hypocritical given colonial history.
rowricardo1338
Jan 27, 2026
Claiming that indians are invading canada is like claiming the french invaded canada.
Claiming that indians are invading canada is like claiming the french invaded canada.
Uses historical analogy to challenge the fairness of characterizing Indian immigration as an 'invasion.'
empirestate8791
Jan 27, 2026
I don't like the structure of not giving people due process by shuffling them out the door too quickly. That is an breech of their rights, and yes, even if denied they have that legal …
I don't like the structure of not giving people due process by shuffling them out the door too quickly. That is an breech of their rights, and yes, even if denied they have that legal right, in spite of the naysayers below.
Appeals to legal rights and due process principles as ethical objection to rapid deportation.
billcross3907
Dec 26, 2025
Shame on Trump, shame on America.
Shame on Trump, shame on America.
Brief moral condemnation expressing shame toward Trump and America based on ethical judgment.
Moral Argument
0.85
@staceykernohan3205
Mar 4, 2025
I wonder if we could respectfully hear the perspectives of Indigenous peoples regarding their experiences since the arrival of settlers in Canada around 1763.
I wonder if we could respectfully hear the perspectives of Indigenous peoples regarding their experiences since the arrival of settlers in Canada around 1763.
Appeal to ethical consideration and fairness by requesting Indigenous perspectives be heard respectfully in immigration discourse.
digiera7131
Jan 27, 2026
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this …
I have friends and colleagues I care deeply about that will be negatively affected by this... and I still support it! Canada needs to prioritize its citizens and it continues to fail to do this in so many sectors. It succeeds in others but food and job insecurity, and then housing, are massive issues in this country that could easily be avoided if the government stepped in. It doesn't matter what your political views are - take care of the citizens, even if it hurts people you care about that aren't citizens.
The commenter appeals to ethical principles (caring for citizens, fairness) while acknowledging personal sacrifice, grounded in a critique of government policy failures in housing and food security.
annacanada7545
Jan 19, 2026
Trump is a disgrace.
Trump is a disgrace.
Value judgment characterizing Trump as morally reprehensible without specific policy critique or evidence-based claims.
Moral Argument
0.85
@Spectrefox1313
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)